• Neural Network Toolbox

  • Referenced in 178 articles [sw07378]
  • also supports unsupervised learning with self-organizing maps and competitive layers. With the toolbox...
  • GTM

  • Referenced in 57 articles [sw39434]
  • latent variable model called the Generative Topographic Mapping for which the parameters of the model ... principled alternative to the widely used Self-Organizing Map (SOM) of Kohonen (1982), and overcomes...
  • SOM_PAK

  • Referenced in 23 articles [sw15446]
  • self-organizing map program package. The Self-Organizing Map (SOM) represents the result...
  • GLISSOM

  • Referenced in 6 articles [sw04192]
  • model (Receptive-Field Laterally Interconnected Synergetically Self-Organizing Map; figure 1) [10, 11].RF-LISSOM ... focuses on the two-dimensional topographic organization of the cortex, modeling a cortical area ... initially random or isotropic, and are subsequently organized through an unsupervised Hebbian learning process using ... connections involved in a realistic map, this self-organization process is very computation and memory...
  • TreeSOM

  • Referenced in 5 articles [sw01963]
  • TreeSOM: cluster analysis in the self-organizing map Clustering problems arise in various domains ... been developed to date. The Kohonen self-organizing map (SOM) is a popular tool that...
  • ESOM-MAP

  • Referenced in 7 articles [sw12044]
  • ESOM-MAP: tools for clustering visualization and classification with emergent SOM. The Databionic ESOM Tools ... clustering, visualization, and classification with Emergent Self-Organizing Maps (ESOM). Features include: Training of ESOM...
  • som

  • Referenced in 3 articles [sw21944]
  • package som: Self-Organizing Map. Self-Organizing Map (with application in gene clustering...
  • SOMLib

  • Referenced in 3 articles [sw31064]
  • foundation we use the Self-Organizing Map to provide content-based clustering of documents ... extended model, i.e. the Growing Hierarchical Self-Organizing Map, we can further detect subject hierarchies ... weight vector structure of the trained maps our system is able to select keywords describing ... structural analysis of documents based on Self-Organizing Maps into the subject-based clustering relying...
  • Predict

  • Referenced in 4 articles [sw13569]
  • prediction and classification problems, and Kohonen Self-Organizing Maps for clustering problems. In addition...
  • somoclu

  • Referenced in 2 articles [sw23271]
  • somoclu: An Efficient Parallel Library for Self-Organizing Maps. somoclu is a massively parallel tool ... training self-organizing maps on large data sets written in C++. It builds on OpenMP...
  • class

  • Referenced in 3 articles [sw19343]
  • nearest neighbour, Learning Vector Quantization and Self-Organizing Maps...
  • SOMbrero

  • Referenced in 3 articles [sw14935]
  • present paper, we illustrate how self-organizing maps (SOM) can be used to enlighten...
  • ProSOM

  • Referenced in 3 articles [sw13019]
  • show that unsupervised clustering by using self-organizing maps can clearly distinguish between the structural...
  • ViDaExpert

  • Referenced in 2 articles [sw07558]
  • advanced analogue of the Method of Self-Organizing Maps. Besides, there are many other methods...
  • ParaGro

  • Referenced in 1 article [sw01956]
  • learning algorithm for growing parallel self-organizing maps with any input/output dimensions Self-Organizing Maps...
  • SimpSOM

  • Referenced in 1 article [sw41677]
  • SimpSOM (Simple Self-Organizing Maps). SimpSOM is a lightweight implementation of Kohonen Self-Organizing Maps...
  • INCA

  • Referenced in 1 article [sw37894]
  • analysis and clustering by means of self-organizing map. Summary: INteractive Codon usage Analysis (INCA ... specific unsupervised neural network algorithm, the self-organizing map, used for gene clustering according...
  • restlos

  • Referenced in 1 article [sw32642]
  • based on minimum spanning trees (pMST), self-organizing maps (Flood Algorithm), Delaunay triangulations (RDELA...
  • AutoMarkup

  • Referenced in 1 article [sw00058]
  • into XML. The system uses the Self-Organizing Map (SOM) algorithm to organize marked documents...
  • GeneClust

  • Referenced in 1 article [sw08358]
  • means clustering, tree-structured vector quantization, self-organizing maps, and principal components analysis—have been...